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st: Statistical Matching with psmatch2 ?
From
Christian Miranda Pacheco <[email protected]>
To
[email protected]
Subject
st: Statistical Matching with psmatch2 ?
Date
Thu, 30 May 2013 19:48:15 +0200
Hi everybody,
I try to match two different datasets A(contaning variables a)and B
(containing variables b). using propensity score. They have common
demographic covariates c(age, sex..) and i would like to use them to
get a unique dataset, from this form
id (c) (a) (b)
1A c a .
2A c a .
3A c a .
4B c . b
5B c . b
6B c . b
To the merged dataset (a') I try to get _b being the estimated
variables taken from (b) , T being the tratment status
id T (c) (a) (b) (a')
1A 0 c a . a
2A 0 c a . a
3A 0 c a . a
4B 1 c . b _b
5B 1 c . b _b
6B 1 c . b _b
I'am actually using .pscore and .psmatch2
First i get a balanced pscore from,
.pscore T c ,pscore(PSCORE)
Then I include it in the following precedure
.psmatch2 T, outcome(_b) pscore(PSCORE)
The outcome is disapointing, I get _b that are all zero or missing.
I presume it could be that i have a lot of missing values amid the b
variables, or maybe my specification is just wrong.
Do you have any experience on this?
Thanks!
Christian
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